Francesco Marcelloni - Publications, H-index & Citations | Canyam

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Francesco Marcelloni

University of Pisa

42H-index

308Paper Count

7.0KCitation Count

Published Papers 76

Publication Date

AISAFETY: An AI-based smart system for enhancing operator safety in production processes

IF5.4

2026-03-20

0

PREAI

Francesco Di Paco; Luca Burattini; Roberto Gabbrielli; Luca Landi; Francesco Marcelloni; Leonardo Marrazzini; Marco Palumbo; Marco Pirozzi

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Optimizing field service operations with NLP and deep learning-based spare parts prediction

Applied Soft Computing

IF6.6

2026-03-09

0

OAAI

Alessio Schiavo; Alessandro Renda; Pietro Ducange; Francesco Marcelloni

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Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning

Machine Learning

IF2.9

2026-01-20

0

PREAI

Pietro Ducange; Francesco Marcelloni; Giustino Claudio Miglionico; Alessandro Renda; Fabrizio Ruffini

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Artificial Intelligence in Agri-Robotics: A Systematic Review of Trends and Emerging Directions Leveraging Bibliometric Tools

IF3.3

2026-01-20

0

OAAI

Simona Casini; Pietro Ducange; Francesco Marcelloni; Lorenzo Pollini

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Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees

Information Systems Frontiers

IF8.3

2026-01-03

0

PREAI

Pietro Ducange; Michela Fazzolari; Francesco Marcelloni; Giustino Claudio Miglionico; Fabrizio Ruffini

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Improving Accuracy in Industrial Safety Monitoring: Combine UWB Localization and AI-Based Image Analysis

Journal of Sensor and Actuator Networks 2025, Vol. 14, Page 118

IF4.2

2025-12-11

0

OAAI

Francesco Di Rienzo; Giustino Claudio Miglionico; Pietro Ducange; Francesco Marcelloni; Nicolò Salti; Carlo Vallati

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Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees

INFORMATION FUSION

IF15.5

2025-01-01

0

OAAI

Barcena, Jose Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

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Artificial Intelligence in Crime Prediction: A Survey With a Focus on Explainability

IF3.6

2025-01-01

0

OAAI

Ersoz, Filiz; Ersoz, Taner; Marcelloni, Francesco; Ruffini, Fabrizio

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Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson's Disease

COGNITIVE COMPUTATION

IF4.3

2024-08-28

3

OAAI

Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio

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On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data

IF3.6

2024-01-01

0

OAAI

Schiavo, Alessio; Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio; Dani, Renzo

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Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development

IF3.6

2023-01-01

2

OAAI

Fioriti, Davide; Stevanato, Nicolo; Ducange, Pietro; Marcelloni, Francesco; Colombo, Emanuela; Poli, Davide

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The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G

IF3.6

2023-01-01

15

OAAI

Merluzzi, Mattia; Borsos, Tamas; Rajatheva, Nandana; Benczur, Andras A.; Farhadi, Hamed; Yassine, Taha; Mueck, Markus Dominik; Barmpounakis, Sokratis; Strinati, Emilio Calvanese; Dampahalage, Dilin; Demestichas, Panagiotis; Ducange, Pietro; Filippou, Miltiadis C.; Baltar, Leonardo Gomes; Haraldson, Johan; Karacay, Leyli; Korpi, Dani; Lamprousi, Vasiliki; Marcelloni, Francesco; Mohammadi, Jafar; Rajapaksha, Nuwanthika; Renda, Alessandro; Uusitalo, Mikko A.

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A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2022-07-30

3

PREAI

Bechini, Alessio; Bondielli, Alessandro; Barcena, Jose Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

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TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2022-03-01

22

PREAI

Bechini, Alessio; Marcelloni, Francesco; Renda, Alessandro

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On the use of summarization and transformer architectures for profiling resumes

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-12-01

10

PREAI

Bondielli, Alessandro; Marcelloni, Francesco

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Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy

IEEE INTELLIGENT SYSTEMS

IF6.1

2021-09-01

6

PREAI

Bechini, Alessio; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

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Exploring the relations between supply chain performance and organizational culture: A fuzzy grey group decision model

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2021-03-01

28

PREAI

Zanon, Lucas Gabriel; Marcelloni, Francesco; Gerolamo, Mateus Cecilio; Ribeiro Carpinetti, Luiz Cesar

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Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application

IF3.6

2021-01-01

11

OAAI

Bechini, Alessio; Bondielli, Alessandro; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

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An analysis of boosted ensembles of binary fuzzy decision trees

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-09-01

14

PREAI

Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco

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An overview of recent distributed algorithms for learning fuzzy models in Big Data classification

JOURNAL OF BIG DATA

IF6.4

2020-03-10

15

OAAI

Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco

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